M-Trust:移动P2P网络的信任管理方案

B. Qureshi, G. Min, D. Kouvatsos
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引用次数: 14

摘要

移动资源共享、内容共享、移动社交网络和复杂网络物理系统等新兴技术的快速发展,对信任和安全管理提出了重大挑战。为了应对P2P系统的安全威胁,近年来提出了几种信任管理方案。然而,由于系统移动性、无线通信、普及设备和动态网络拓扑带来的困难,对分散和分布式信任管理方案的要求越来越高。在本文中,我们首先调查和分析了现有的各种分散和分布式信任管理方案。在此基础上,提出了一种高效、准确、鲁棒、可扩展的移动P2P网络轻量级信任评级聚合方案——M-trust。大量的仿真结果表明,该方案可以减少计算信任等级列表所需的时间和减少所需的存储空间。与其他方案的比较表明,在各种移动性、信任阈值和网络出度约束下,M-trust在准确性、可靠性、收敛速度和检测率等方面具有优异的综合性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
M-Trust: A Trust Management Scheme for Mobile P2P Networks
The rapid growth of emerging techniques for mobile resource sharing, content sharing, mobile social networks, and complex cyber-physical systems poses significant challenges for trust and security management. Several trust management schemes have been proposed recently to counter the security threat on Peer-to-Peer (P2P) systems. However, due to the difficulties caused by system mobility, wireless communications, pervasive devices and dynamic network topology, there is an increasing requirement of decentralized and distributed trust management schemes. In this paper, we first investigate and analyze various existing decentralized and distributed trust management schemes. Based on the analytical results, an efficient, accurate, robust and scalable light weight trust ratings aggregation scheme, referred to as M-trust, is proposed for mobile P2P networks. Extensive simulation results show that this proposed scheme can decrease the time required to compute the list of trust ratings and reduce the required storage space. The comparison to other schemes demonstrates that M-trust possesses the excellent overall performance in terms of accuracy, reliability, convergence speed, and detection rate under various constraints of mobility, trust threshold and network out-degree.
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